43 lines
1.3 KiB
Markdown
43 lines
1.3 KiB
Markdown
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# Phase 5 Plan: Ontology and Learning Materials
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**Status:** Ready for execution
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**Phase Goal:** Ingest learning materials into source-backed ontology candidates.
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## Requirements Covered
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- ONTO-01: User or operator can upload learning materials.
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- ONTO-02: System creates source-backed ontology candidate nodes and edges.
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- ONTO-03: System detects missing prerequisites and weakly supported concepts.
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- ONTO-04: Generated or inferred content is marked as candidate until reviewed.
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## Tasks
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### 1. Add ontology package
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- Define material, concept candidate, edge candidate, gap, and snapshot types.
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- Add in-memory store and service.
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### 2. Implement deterministic MVP analyzer
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- Extract known backend interview concept candidates from material text.
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- Create prerequisite edges for supported concept pairs.
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- Create gap candidates for missing prerequisites and weak evidence.
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### 3. Add HTTP endpoints
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- `POST /api/v1/materials`
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- `GET /api/v1/ontology`
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### 4. Add tests and verification
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- Test material ingestion creates source-backed candidates.
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- Test gaps are candidate-only.
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- Test HTTP ingestion and ontology snapshot flow.
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- Run Go tests, OpenSpec validation, line-count check, and smoke.
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## Out of Scope
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- Multipart upload.
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- Real document parsers.
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- Human review promotion.
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